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The TreeNet engine demonstrates remarkable performance for both regression and classification. The algorithm typically generates thousands of small decision trees built in a sequential error—correcting process to converge to an accurate model. As opposed to neural networks, the TreeNet methodology is not sensitive to data errors and needs no time-consuming data preparation, pre-processing or imputation of missing values. This type of data error can be very challenging for conventional data mining methods and will be catastrophic for conventional boosting.
SPM algorithms are considered to be essential in sophisticated Russian bride agency Bradford science circles. We call them "Automates". These "Automates" or experiments create multiple models automatically so that the analyst can easily see choices.
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